
Linear and Nonlinear Iterative Learning Control
Springer (Publisher)
1st Edition
Published on 23. June 2003
Book
Paperback/Softback
XIII, 175 pages
978-3-540-40173-5 (ISBN)
Description
This monograph summarizes the recent achievements made in the field of iterative learning control. The book is self-contained in theoretical analysis and can be used as a reference or textbook for a graduate level course as well as for self-study. It opens a new avenue towards a new paradigm in deterministic learning control theory accompanied by detailed examples.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XIII, 175 p.
Dimensions
Height: 233 mm
Width: 155 mm
Thickness: 11 mm
Weight
301 gr
ISBN-13
978-3-540-40173-5 (9783540401735)
DOI
10.1007/3-540-44845-4
Schweitzer Classification
Persons
Professor Jian-Xin Xu received the Bachelor degree from Zhejiang University, China in 1982. He attended the University of Tokyo, Japan, where he received Master's and PhD degrees in 1986 and 1989 respectively. All degrees are in Electrical Engineering. He worked for one year in the Hitachi research Laboratory, Japan; for more than one year in Ohio State University, U.S.A. as a Visiting Scholar; and for 6 months in Yale University as a Visiting Research Fellow. In 1991 Professor Xu joined the National University of Singapore and is currently a professor at Department of Electrical and Computer Engineering. His research interests lie in the fields of intelligent and robust control and applications to motion control, mechatronics, and robotics. He is a Fellow of IEEE.
Up to now he produced more than 500 peer-reviewed journal and conference papers, 2 monographs and 3 edited books. He has been supervising/co-supervising 29 PhD, 20 Master students, and 15 research staff including postdoctoral fellows and research fellows. He has completed 20 funded research projects and currently he work on AUV biomimetic locomotion and control.
Dr Khalid Abidi received his BSc. degree in Mechanical Engineering from the Middle East Technical University, Ankara, Turkey in 2002 and the MSc. degree in Electrical Engineering and Computer Science from Sabanci University, Istanbul, Turkey in 2004. He obtained his PhD degree in Electrical and Computer Engineering, specializing in the area of Control Engineering, from the National University of Singapore in 2009. Dr Abidi is currently a lecturer of Electrical Power Engineering at Newcastle University based in Singapore. Prior to joining Newcastle University Dr Abidi worked as an Assistant Professor of Mechatronics Engineering at Bahcesehir University, Istanbul, Turkey from September 2009 until June 2014. His research interests include: Theory and modelling of dynamical systems, Discrete-Time systems, Time-delay systems, Learning Control, Robust Control, Applied Nonlinear Control, Robotics and Mechatronic Systems.
Content
Robust Optimal Design for the First Order Linear-Type ILC Scheme.- Analysis of Higher Order Linear-Type ILC Schemes.- Linear ILC Design for MIMO Dynamic Systems.- Nonlinear-Type ILC Schemes.- Nonlinear ILC Design for MIMO Dynamic Systems.- Composite Energy Function Based Learning Control.- Quasi-Optimal Iterative Learning Control.- Learning Wavelet Control Using Constructive Wavelet Networks.- Conclusions and Recommendation.